chandansgowda / jssstu-ml-lab

JSSSTU Machine Learning Lab

JSSSTU Machine Learning Lab

1. (a) Visualize the n-dimensional data usinh 3D surface plots. (b) Write a program to implement the Best First Search Algorithm.

2. (a) Visualize the n-dimensional data using contour plots. (b) Write a program to implement the A* algorithm.

3. (a) Visualize the n-dimensional data using heat-map (b) Write a program to implement Min-Max algorithm.

4. (a) Visualize the n-dimensional data usinh Box-plot. (b) Write a program to implement Alpha-beta pruning algorithm.

5. Write a program to develop the Naive Bayes classifier on Titanic dataset.

6. Write a program to develop the KNN classifier with Euclidean distance for the k value as 3 based on split up of training and testing dataset as 70-30 on Glass dataset.

7. Write a program to develop the KNN classifier with Manhattan distance for the k value as 5 based on split up of training and testing dataset as 80-20 on Fruit dataset.

8. Write a program to perform unsupervised K-means clustering technique on Iris dataset.

9. Write a program to perform agglomeratiove clustering based on single-linkage and complete-linkage criteria.

10. Write a program to develop Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) algorithms.